The weighted Kendall and high-order kernels for permutations

The weighted Kendall and high-order kernels for permutations

We propose new positive definite kernels for permutations. First we introduce a weighted version of the Kendall kernel, which allows to weight unequally the contributions of different item pairs in the permutations depending on their ranks. Like the Kendall kernel, we show that the weighted version...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Jiao, Y, Vert, J
Formáid:	Conference item
Foilsithe / Cruthaithe:	PMLR 2018

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